Gianfranco Doretto

Most-cited papers

Unified Deep Supervised Domain Adaptation and Generalization
Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto
2017IEEE International Conference on Computer Vision905 citations Open access
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Shape and Appearance Context Modeling
Xiaogang Wang, Gianfranco Doretto, Thomas B. Sebastian, J. Rittscher +1 more
2007IEEE International Conference on Computer Vision556 citations
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Boosting for transfer learning with multiple sources
Yi Yao, Gianfranco Doretto
20102010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition508 citations
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Few-Shot Adversarial Domain Adaptation
Saeid Motiian, Quinn Jones, Seyed Mehdi Iranmanesh, Gianfranco Doretto
2017Neural Information Processing Systems438 citations
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Dynamic texture recognition
P. Saisan, Gianfranco Doretto, Ying Wu, Stefano Soatto
2001Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001373 citations
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Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Stanislav Pidhorskyi, Ranya Almohsen, Donald A. Adjeroh, Gianfranco Doretto
2018Neural Information Processing Systems351 citations
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Adversarial Latent Autoencoders
Stanislav Pidhorskyi, Donald A. Adjeroh, Gianfranco Doretto
2020Computer Vision and Pattern Recognition294 citations Open access
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Dynamic texture segmentation
Gianfranco Doretto, D. Cremers, P. Favaro, Stefano Soatto
2003Proceedings Ninth IEEE International Conference on Computer Vision202 citations
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Appearance-based person reidentification in camera networks: problem overview and current approaches
Gianfranco Doretto, Thomas B. Sebastian, Peter H. Tu, J. Rittscher
2011Journal of Ambient Intelligence and Humanized Computing190 citations
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A Frequency Domain Technique for Range Data Registration
L. Lucchese, Gianfranco Doretto, G. Cortelazzo
2002IEEE Transactions on Pattern Analysis and Machine Intelligence126 citations
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Editable dynamic textures
Gianfranco Doretto, Stefano Soatto
20022003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings.93 citations
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Face alignment via boosted ranking model
Hao Wu, Xiaoming Liu, Gianfranco Doretto
20082008 IEEE Conference on Computer Vision and Pattern Recognition88 citations
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Unified Crowd Segmentation
Peter H. Tu, Thomas B. Sebastian, Gianfranco Doretto, N. Krahnstoever +2 more
2008European Conference on Computer Vision86 citations Open access
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Deep learning for biological age estimation
Syed Ashiqur Rahman, Peter Giacobbi, L. Pyles, C. Mullett +2 more
2020Briefings Bioinform.66 citations Open access
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Information Bottleneck Learning Using Privileged Information for Visual Recognition
Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto
2016Computer Vision and Pattern Recognition57 citations
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Spatially Homogeneous Dynamic Textures
Gianfranco Doretto, E. Jones, Stefano Soatto
2004European Conference on Computer Vision48 citations Open access
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An intelligent video framework for homeland protection
Peter H. Tu, Gianfranco Doretto, N. Krahnstoever, A. Perera +6 more
2007SPIE Defense + Commercial Sensing46 citations
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ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey
S. Mohamadi, G. Mujtaba, N. Lê, Gianfranco Doretto +1 more
2023arXiv.org42 citations Open access
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Online Human Interaction Detection and Recognition With Multiple Cameras
Saeid Motiian, F. Siyahjani, Ranya Almohsen, Gianfranco Doretto
2017IEEE transactions on circuits and systems for video technology (Print)37 citations
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Joint Recognition of Complex Events and Track Matching
M. T. Chan, A. Hoogs, R. Bhotika, A. Perera +2 more
2006Computer Vision and Pattern Recognition37 citations
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Dynamic Shape and Appearance Models
Gianfranco Doretto, Stefano Soatto
2006IEEE Transactions on Pattern Analysis and Machine Intelligence37 citations
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syGlass: Interactive Exploration of Multidimensional Images Using Virtual Reality Head-mounted Displays
Stanislav Pidhorskyi, Michael Morehead, Quinn Jones, G. Spirou +1 more
2018arXiv.org32 citations
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Automated extraction and validation of children’s gait parameters with the Kinect
Saeid Motiian, P. Pergami, Keegan Guffey, C. Mancinelli +1 more
2015BioMedical Engineering OnLine30 citations Open access
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Region moments: Fast invariant descriptors for detecting small image structures
Gianfranco Doretto, Yi Yao
20102010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition29 citations
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A Mobile Structured Light System for 3D Face Acquisition
Marco Piccirilli, Gianfranco Doretto, A. Ross, Donald A. Adjeroh
2016IEEE Sensors Journal26 citations
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Information Bottleneck Domain Adaptation with Privileged Information for Visual Recognition
Saeid Motiian, Gianfranco Doretto
2016European Conference on Computer Vision24 citations
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Self-supervised Interest Point Detection and Description for Fisheye and Perspective Images
Marcela Mera-Trujillo, Shivang Patel, Yu Gu, Gianfranco Doretto
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)22 citations Open access
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CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation
M. Keaton, Ram J. Zaveri, Gianfranco Doretto
2022IEEE Workshop/Winter Conference on Applications of Computer Vision21 citations Open access
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Moving Object Segmentation using Scene Understanding
A. Perera, G. Brooksby, A. Hoogs, Gianfranco Doretto
20062006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06)16 citations
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Dynamic textures: modeling, learning, synthesis, animation, segmentation, and recognition
Gianfranco Doretto, Stefano Soatto
200516 citations
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Coronary Artery Disease Phenotype Detection in an Academic Hospital System Setting
Amy Joseph, C. Mullett, Christa Lilly, Matthew G. Armistead +8 more
2021Applied Clinical Informatics15 citations Open access
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More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning
S. Mohamadi, Gianfranco Doretto, Don Adjeroh
2023International Conference on Information Photonics14 citations
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Frequency domain estimation of 3-D rigid motion based on range and intensity data
L. Lucchese, Gianfranco Doretto, G. Cortelazzo
1997Proceedings. International Conference on Recent Advances in 3-D Digital Imaging and Modeling (Cat. No.97TB100134)14 citations
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Generative Probabilistic Novelty Detection with Isometric Adversarial Autoencoders
Ranya Almohsen, M. Keaton, Donald A. Adjeroh, Gianfranco Doretto
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)13 citations
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Event Recognition with Fragmented Object Tracks
M. T. Chan, A. Hoogs, Zhaohui H. Sun, J. Schmiederer +2 more
2006International Conference on Pattern Recognition13 citations
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Free-form textured surfaces registration by a frequency domain technique
G. Cortelazzo, Gianfranco Doretto, L. Lucchese
1998Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269)13 citations
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Poster: BrainTrek - An immersive environment for investigating neuronal tissue
Michael Morehead, Quinn Jones, Jared Blatt, P. Holcomb +5 more
2014IEEE Symposium on 3D User Interfaces11 citations
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Intelligent Video for Protecting Crowded Sports Venues
N. Krahnstoever, Peter H. Tu, Ting Yu, K. Patwardhan +4 more
20092009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance11 citations
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Towards Plenoptic Dynamic Textures
Gianfranco Doretto, Stefano Soatto
200311 citations
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Deep Active Ensemble Sampling For Image Classification
S. Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2022Asian Conference on Computer Vision10 citations Open access
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A Supervised Low-Rank Method for Learning Invariant Subspaces
F. Siyahjani, Ranya Almohsen, Sinan Sabri, Gianfranco Doretto
2015IEEE International Conference on Computer Vision10 citations
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Pairwise Kernels for Human Interaction Recognition
Saeid Motiian, Ke Feng, Harika Bharthavarapu, Sajid Sharlemin +1 more
2013International Symposium on Visual Computing9 citations
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Modeling dynamic scenes with active appearance
Gianfranco Doretto
2005Computer Vision and Pattern Recognition9 citations
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A model change detection approach to dynamic scene modeling
Seon Joo Kim, Gianfranco Doretto, J. Rittscher, Peter H. Tu +2 more
20092009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance8 citations
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FUSSL: Fuzzy Uncertain Self Supervised Learning
S. Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2022IEEE Workshop/Winter Conference on Applications of Computer Vision7 citations Open access
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EMS SHOCK INDEX IS THE MOST ACCURATE PREDICTOR OF PATIENT OUTCOMES AFTER BLUNT TORSO TRAUMA
J. Bardes, Bradley S. Price, Donald A. Adjeroh, Gianfranco Doretto +1 more
2021Journal of Trauma and Acute Care Surgery7 citations Open access
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Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of Attention
M. Keaton, Ram J. Zaveri, Meghana Kovur, Cole Henderson +2 more
2021arXiv.org7 citations
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A frequency domain method for registration of range data
G. Cortelazzo, Gianfranco Doretto, L. Lucchese, S. Totaro
1998ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187)7 citations
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Automated Classification of Vowel Category and Speaker Type in the High-Frequency Spectrum
Jeremy J. Donai, Saeid Motiian, Gianfranco Doretto
2016Audiology Research6 citations Open access
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Learning a Context Aware Dictionary for Sparse Representation
F. Siyahjani, Gianfranco Doretto
2012Asian Conference on Computer Vision6 citations
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